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Building AI For All - The Future of Software Engineering in the Age of AI

AI Engineer via YouTube

Overview

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Watch this opening keynote presentation from the AI Engineer Summit 2023 featuring Replit's Founder & CEO Amjad Masad and Head of AI Michele Catasta as they explore the future of software engineering in the AI era. Discover how artificial intelligence is transforming software development through a historical perspective on programming evolution and learn about Replit's revolutionary approach to making AI accessible to all developers. Explore the technical details behind Replit's code completion system and get an in-depth look at their newly announced open-source code language model, including comprehensive coverage of model training methodologies, evaluation processes, data handling, and inference optimization. Understand the strategic reasoning behind open-sourcing AI models and examine collaborative partnerships with Glaive AI, Morph Labs, and Perplexity that are shaping the future of AI-powered development tools. Gain insights into how GPU constraints are being addressed in code LLM development and learn about the democratization of AI tools for software engineering across all skill levels.

Syllabus

00:00 Introduction - Amjad Masad
00:42 Historical perspective
02:22 How AI can change software
04:29 ⚠️ Announcing AI for all!
06:33 A tale of Code LLM & GPU-Poor - Michele Catasta
07:29 How Replit's code completion works
08:39 ⚠️ Announcing Replit's new model!
13:45 ⚠️ Announcing the new model is open source!
14:06 Model training
15:26 Model evaluation
17:31 Model data & training
18:45 Model evaluation
19:51 Model inference
22:10 Why open source?
23:10: Glaive AI Collaboration
23:50 Morph Labs Collaboration
24:42: Perplexity Collaboration

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AI Engineer

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